aaron-he-zhu/aaron-marketing-skills · email/engage/subject-line-lab/SKILL.md

subject-line-lab skillA

Use when the user asks to "generate subject line variants", "pre-score my subject lines", or "will this subject get truncated / trigger spam filters"; produces a labeled subject + preheader variant set and a per-variant heuristic pre-score card — spam-trigger flags, length/truncation across desktop + mobile, emoji-count, and the inbox preview render (from-name + subject + preheader) — before any test is run. Not for the body copy or CTA — use email-creative-builder; not for the A/B test design o

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Versions

versioncommittedcommitsizeaudit
v20.1.0 latest2026-09-01 0c914b1 14,458 BA view · diff
v20.0.02026-08-20 879002a 14,458 BA view · diff
v19.2.02026-08-10 d09dd90 14,458 BA view · diff
v19.1.02026-08-01 f744424 14,458 BA view · diff
v19.0.02026-07-24 407137c 14,458 BA view

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A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

aaron-he-zhu/aaron-marketing-skills · 2,731 stars · license Apache-2.0 · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2t6apukgkmh7l4qf
GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/subject-line-lab
GET https://markdownregistry.com/api/v1/blob/6b7431ad52a51543abc5d67bb1c822495243cf17d255a036d729b9a1a2af3a5d